Differentially private sub-Gaussian location estimators

27 June 2019

Papers citing "Differentially private sub-Gaussian location estimators"

14 / 14 papers shown

Title
PriME: Privacy-aware Membership profile Estimation in networks Abhinav Chakraborty Sayak Chatterjee Sagnik Nandy 119 1 0 04 Jun 2024
Differentially private projection-depth-based medians Kelly Ramsay Dylan Spicker 49 2 0 12 Dec 2023
A Polynomial Time, Pure Differentially Private Estimator for Binary Product Distributions Vikrant Singhal 91 9 0 13 Apr 2023
From Robustness to Privacy and Back Hilal Asi Jonathan R. Ullman Lydia Zakynthinou 83 30 0 03 Feb 2023
Differentially private multivariate medians Kelly Ramsay Aukosh Jagannath Shojaéddin Chenouri 60 4 0 12 Oct 2022
Archimedes Meets Privacy: On Privately Estimating Quantiles in High Dimensions Under Minimal Assumptions Omri Ben-Eliezer Dan Mikulincer Ilias Zadik FedML 90 7 0 15 Aug 2022
New Lower Bounds for Private Estimation and a Generalized Fingerprinting Lemma Gautam Kamath Argyris Mouzakis Vikrant Singhal FedML 107 30 0 17 May 2022
Efficient Mean Estimation with Pure Differential Privacy via a Sum-of-Squares Exponential Mechanism Samuel B. Hopkins Gautam Kamath Mahbod Majid FedML 80 62 0 25 Nov 2021
A Private and Computationally-Efficient Estimator for Unbounded Gaussians Gautam Kamath Argyris Mouzakis Vikrant Singhal Thomas Steinke Jonathan R. Ullman 95 40 0 08 Nov 2021
Differentially private depth functions and their associated medians Kelly Ramsay Shojaéddin Chenouri FedML 57 8 0 07 Jan 2021
Strongly universally consistent nonparametric regression and classification with privatised data Thomas B. Berrett László Gyorfi Harro Walk 52 16 0 31 Oct 2020
Private Mean Estimation of Heavy-Tailed Distributions Gautam Kamath Vikrant Singhal Jonathan R. Ullman 105 99 0 21 Feb 2020
Privacy-preserving parametric inference: a case for robust statistics Marco Avella-Medina 49 51 0 22 Nov 2019
Average-Case Averages: Private Algorithms for Smooth Sensitivity and Mean Estimation Mark Bun Thomas Steinke 78 76 0 06 Jun 2019